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Automation Risk Analysis

Will “Business Developer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #61 of 702. Estimated risk: 1.4%

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AI Exposure Risk

57%

“Business Developer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“Business Developer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Marketing Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate marketing policies and programs, such as determining the demand for products and services offered by a firm and its competitors, and identify potential customers. Develop pricing strategies with the goal of maximizing the firm's profits or share of the market while ensuring the firm's customers are satisfied. Oversee product development or monitor trends that indicate the need for new products and services.

Avg. Annual Salary $171,520
Avg. Hourly Wage $82.46
Available Jobs (US) 384,980
Job Title & Hierarchy Code (SOC) Marketing Managers #11-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Marketing Managers”

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Core Skills & Abilities

  • Initiate market research studies, or analyze their findings.

  • Conduct economic or commercial surveys to identify potential markets for products or services.

  • Select products or accessories to be displayed at trade or special production shows.

  • Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.

  • Consult with buying personnel to gain advice regarding the types of products or services expected to be in demand.

  • Compile lists describing product or service offerings.

  • Develop pricing strategies, balancing firm objectives and customer satisfaction.

  • Consult with buying personnel to gain advice regarding environmentally sound or sustainable products.

  • Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.

  • Advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.

  • Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

  • Recommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.

  • Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

  • Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

  • Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services.

  • Integrate environmental information into product or company marketing strategies, policies, or activities.

  • Develop business cases for environmental marketing strategies.

  • Consult with product development personnel on product specifications, such as design, color, or packaging.

  • Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.

  • Confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.

Technologies & Software

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  • WordPress
  • Eko
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  • SAP software
  • Oracle Eloqua
  • Oracle Siebel Server Sync
  • Microsoft SharePoint
  • Drupal
  • Atlassian JIRA
  • Oracle PeopleSoft
  • Dynamic hypertext markup language DHTML
  • Oracle Beehive
  • Oracle PL/SQL
  • Kimi (Moonshot AI)
  • Microsoft Visual Basic
  • Microsoft Azure software
  • Marketo Marketing Automation
  • Figma
  • WeVideo
  • Dropbox
  • Extensible hypertext markup language XHTML
  • ChatGPT (OpenAI)
  • Adobe Dreamweaver
  • Apache Solr
  • IBM InfoSphere DataStage
  • Adobe ActionScript
  • Adobe Acrobat Reader
  • DeepSeek
  • JavaScript
  • Fund accounting software
  • Microsoft Project
  • Microsoft PowerPoint
  • Google Analytics
  • Adobe Photoshop
  • Flipgrid
  • Online advertising reporting software
  • Citrix cloud computing software
  • Elasticsearch
  • Splunk Enterprise
  • Slack
  • Microsoft Excel
  • Ruby
  • LogMeIn GoToMeeting
  • IBM Domino
  • Oracle Business Intelligence Enterprise Edition
  • MicroStrategy
  • Oracle Fusion Applications
  • MySQL
  • Hypertext markup language HTML
  • SAP Business Objects
  • Fireflies.ai
  • QAD Marketing Automation
  • Screencastify
  • Perplexity AI
  • Ruby on Rails
  • Oracle Hyperion
  • Apple macOS
  • Adobe Illustrator
  • Software as a service SaaS
  • R
  • Gemini (Google)
  • Notion AI
  • Salesforce software
  • Motion (AI Scheduler)
  • Microsoft Dynamics
  • JamBoard
  • LexisNexis
  • Minitab
  • IBM Power Systems software
  • Microsoft Copilot
  • Tax software
  • Apple Final Cut Pro
  • C
  • Google Drive
  • Atlassian Confluence
  • Teradata Database
  • Cascading style sheets CSS
  • ClearEDGE
  • Apache Hive
  • Apple Keynote
  • Nedstat Sitestat
  • Microsoft Word
  • Intuit QuickBooks
  • Oracle Database
  • Padlet
  • SmugMug Flickr
  • Airtable
  • NortonLifeLock cybersecurity software
  • FileMaker Pro
  • McAfee
  • LogMeIn GoToWebinar
  • Database software
  • Otter.ai
  • Constant Contact
  • LinkedIn
  • IBM SPSS Statistics
  • Tableau
  • Microsoft Visual Basic for Applications VBA
  • SAS
  • Oracle E-Business Suite Financials
  • Mistral (Mistral AI)
  • Microsoft Visual Basic Scripting Edition VBScript
  • Blackbaud The Raiser's Edge
  • LAMP Stack
  • Asana
  • Microsoft SQL Server
  • Salesforce.com Salesforce CRM
  • Social media sites
  • IBM Notes
  • Oracle PeopleSoft Financials
  • Google Ads
  • Google Docs
  • Oracle JavaServer Pages JSP
  • Adobe Acrobat
  • Lyris HQ Web-Analytics Solution
  • Apache Pig
  • Sage SalesLogix
  • Canva
  • Kapwing
  • Llama (Meta)
  • The MathWorks MATLAB
  • Napkin AI
  • Amazon Redshift
  • Jupyter Notebook
  • Armand Morin MultiTrack Generator
  • Microsoft Publisher
  • Evernote
  • Yardi software
  • Database reporting software
  • Grok (xAI)
  • Qwen (Alibaba)
  • Web browser software
  • Facebook
  • Google Slides
  • Delphi Technology
  • Microsoft Office software
  • NetSuite ERP
  • Adobe Creative Cloud software
  • Nearpod
  • Databox
  • Extensible markup language XML
  • Microsoft Teams
  • AEC Software FastTrack Schedule
  • Gemini for Workspace
  • Adobe After Effects
  • PHP
  • HubSpot software
  • Adobe InDesign
  • Nova (Amazon)
  • Mentimeter
  • TikTok
  • Apache Cassandra
  • Qlik Tech QlikView
  • Swift
  • Structured query language SQL
  • MarketSharp
  • Microsoft Outlook
  • Apache Hadoop
  • Amazon Web Services AWS software
  • IBM Cognos Impromptu
  • GitHub
  • YouTube
  • Microsoft Access
  • Screencast-O-Matic
  • Google Meet
  • Claude (Anthropic)
  • Instagram
  • Scanners
  • Personal computers
  • Photocopiers
  • Desktop computers
  • Laser facsimile machines
  • Notebook computers
  • Tablet computers
  • Personal digital assistants PDA